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Artificial Intelligence Performance in Image-Based Cancer Identification: Umbrella Review of Systematic Reviews

Artificial Intelligence Performance in Image-Based Cancer Identification: Umbrella Review of Systematic Reviews

NA: not applicable. The results of the GRADE assessment are presented in Multimedia Appendix 8 and Figure 5. Overall, 139 pieces of evidence met the conditions of the GRADE. The certainties of evidence were as follows: high, 5.0% (7/139); moderate, 37.4% (52/139); low, 46.8% (65/139); and very low, 10.8% (15/139). Evidence certainty of the included reviews assessed using the Grading of Recommendations, Assessment, Development, and Evaluations (GRADE) criteria.

He-Li Xu, Ting-Ting Gong, Xin-Jian Song, Qian Chen, Qi Bao, Wei Yao, Meng-Meng Xie, Chen Li, Marcin Grzegorzek, Yu Shi, Hong-Zan Sun, Xiao-Han Li, Yu-Hong Zhao, Song Gao, Qi-Jun Wu

J Med Internet Res 2025;27:e53567